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AI Visibility Scorecard
Why Should I Trust You?
whyshoulditrustyou.substack.com · Media & Entertainment
Somewhat visible. AI bots can read Why Should I Trust You?, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#21,512 of 1,903,631 in Media & Entertainment for AI visibility
6.8
/10
AEO Score
About Why Should I Trust You?
from our crawl and measurement
Why Should I Trust You? describes itself simply: "Why Should I Trust You? is substack, based on a weekly podcast about rebuilding trust in science and public health." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places, missing in others.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, Why Should I Trust You? has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Why Should I Trust You?
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/whyshoulditrustyou-substack
Cite this score: Engagemii (2026). "AEO Score for Why Should I Trust You?." Retrieved from https://engagemii.com/aeo/brands/whyshoulditrustyou-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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